{"id":"W2773317709","doi":"10.1097/00007890-201407151-00227","title":"The Survival Benefit of Expanded Criteria Donor Transplantation in Sensitized Patients.","year":2014,"lang":"en","type":"article","venue":"Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Transplantation; Medicine; Dialysis; Kidney transplantation; Multivariate analysis; Surgery; Proportional hazards model; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002216576,0.0002353128,0.0003786374,0.0002370431,0.0001150188,0.000520619,0.000156388,0.000360368,0.00184988],"category_scores_gemma":[0.003332235,0.00005723151,0.0008349412,0.0002108284,0.0002483906,0.0004784154,0.0003797158,0.0006768377,0.000138351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000321934,"about_ca_system_score_gemma":0.0002787011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000504,"about_ca_topic_score_gemma":0.0009680253,"domain_scores_codex":[0.999605,0.0001955334,0.00002604841,0.0000751591,0.00004778205,0.00005042182],"domain_scores_gemma":[0.9972112,0.001640881,0.0005928138,0.0001546845,0.00008953778,0.0003109176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0346478,0.0003145211,0.7819745,0.0005498105,0.002331134,0.0005051442,0.0001807428,0.004111273,0.005999924,0.001156838,0.001851651,0.1663767],"study_design_scores_gemma":[0.0007654117,0.009473235,0.9671113,0.0001828879,0.002168624,0.002178065,0.0001845878,0.006870941,0.003665879,0.003010632,0.004342283,0.00004609525],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869065,0.009423546,0.000869167,0.0009281925,0.0001099182,0.00001682051,0.0004888962,0.00001328648,0.001243695],"genre_scores_gemma":[0.9986764,0.0005909119,0.0001322844,0.0002332062,0.00006337785,0.000004407152,0.0001606842,0.000002197451,0.0001365299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002216576,"threshold_uncertainty_score":0.01172251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01467314405902381,"score_gpt":0.2822015435347985,"score_spread":0.2675283994757747,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}